Dataset statistics

Number of variables	21
Number of observations	67068
Missing cells	442092
Missing cells (%)	31.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	10.7 MiB
Average record size in memory	168.0 B

Variable types

Numeric	16
DateTime	1
Categorical	2
Text	2

Alerts

`carmelo1_post` is highly overall correlated with `carmelo1_pre` and 6 other fields	High correlation
`carmelo1_pre` is highly overall correlated with `carmelo1_post` and 6 other fields	High correlation
`carmelo2_post` is highly overall correlated with `carmelo2_pre` and 6 other fields	High correlation
`carmelo2_pre` is highly overall correlated with `carmelo2_post` and 6 other fields	High correlation
`carmelo_prob1` is highly overall correlated with `carmelo1_post` and 10 other fields	High correlation
`carmelo_prob2` is highly overall correlated with `carmelo1_post` and 10 other fields	High correlation
`df_index` is highly overall correlated with `season`	High correlation
`elo1_post` is highly overall correlated with `carmelo1_post` and 6 other fields	High correlation
`elo1_pre` is highly overall correlated with `carmelo1_post` and 6 other fields	High correlation
`elo2_post` is highly overall correlated with `carmelo2_post` and 6 other fields	High correlation
`elo2_pre` is highly overall correlated with `carmelo2_post` and 6 other fields	High correlation
`elo_prob1` is highly overall correlated with `carmelo1_post` and 10 other fields	High correlation
`elo_prob2` is highly overall correlated with `carmelo1_post` and 10 other fields	High correlation
`neutral` is highly overall correlated with `playoff`	High correlation
`playoff` is highly overall correlated with `neutral`	High correlation
`score1` is highly overall correlated with `score2`	High correlation
`score2` is highly overall correlated with `score1`	High correlation
`season` is highly overall correlated with `df_index`	High correlation
`neutral` is highly imbalanced (99.5%)	Imbalance
`playoff` is highly imbalanced (84.1%)	Imbalance
`playoff` has 62814 (93.7%) missing values	Missing
`carmelo1_pre` has 63157 (94.2%) missing values	Missing
`carmelo2_pre` has 63157 (94.2%) missing values	Missing
`carmelo1_post` has 63213 (94.3%) missing values	Missing
`carmelo2_post` has 63213 (94.3%) missing values	Missing
`carmelo_prob1` has 63157 (94.2%) missing values	Missing
`carmelo_prob2` has 63157 (94.2%) missing values	Missing
`df_index` is uniformly distributed	Uniform
`df_index` has unique values	Unique

Reproduction

Analysis started	2025-04-05 19:44:33.569120
Analysis finished	2025-04-05 19:45:05.021868
Duration	31.45 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

df_index
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	67068
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33533.5

Minimum	0
Maximum	67067
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	0
5-th percentile	3353.35
Q1	16766.75
median	33533.5
Q3	50300.25
95-th percentile	63713.65
Maximum	67067
Range	67067
Interquartile range (IQR)	33533.5

Descriptive statistics

Standard deviation	19361.008
Coefficient of variation (CV)	0.57736318
Kurtosis	-1.2
Mean	33533.5
Median Absolute Deviation (MAD)	16767
Skewness	0
Sum	2.2490248 × 10⁹
Variance	3.7484864 × 10⁸
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
44702	1	< 0.1%
44704	1	< 0.1%
44705	1	< 0.1%
44706	1	< 0.1%
44707	1	< 0.1%
44708	1	< 0.1%
44709	1	< 0.1%
44710	1	< 0.1%
44711	1	< 0.1%
Other values (67058)	67058	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
67067	1	< 0.1%
67066	1	< 0.1%
67065	1	< 0.1%
67064	1	< 0.1%
67063	1	< 0.1%
67062	1	< 0.1%
67061	1	< 0.1%
67060	1	< 0.1%
67059	1	< 0.1%
67058	1	< 0.1%

date
Date

Distinct	13023
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Memory size	524.1 KiB

Minimum	1946-11-01 00:00:00
Maximum	2018-04-28 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

season
Real number (ℝ)

HIGH CORRELATION

Distinct	72
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1989.8793

Minimum	1947
Maximum	2018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1947
5-th percentile	1956
Q1	1975
median	1992
Q3	2006
95-th percentile	2016
Maximum	2018
Range	71
Interquartile range (IQR)	31

Descriptive statistics

Standard deviation	18.348679
Coefficient of variation (CV)	0.009221001
Kurtosis	-0.78937266
Mean	1989.8793
Median Absolute Deviation (MAD)	15
Skewness	-0.3581011
Sum	1.3345723 × 10⁸
Variance	336.67404
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2014	1319	2.0%
2006	1319	2.0%
2016	1316	2.0%
2008	1316	2.0%
2009	1315	2.0%
2005	1314	2.0%
2013	1314	2.0%
2010	1312	2.0%
2015	1311	2.0%
2011	1311	2.0%
Other values (62)	53921	80.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1947	350	0.5%
1948	215	0.3%
1949	380	0.6%
1950	593	0.9%
1951	380	0.6%
1952	355	0.5%
1953	374	0.6%
1954	347	0.5%
1955	309	0.5%
1956	311	0.5%

Value	Count	Frequency (%)
2018	1286	1.9%
2017	1309	2.0%
2016	1316	2.0%
2015	1311	2.0%
2014	1319	2.0%
2013	1314	2.0%
2012	1074	1.6%
2011	1311	2.0%
2010	1312	2.0%
2009	1315	2.0%

neutral
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	524.1 KiB

0	67041
1	27

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	67068
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	67041	> 99.9%
1	27	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	67041	> 99.9%
1	27	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	67041	> 99.9%
1	27	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	67068	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	67041	> 99.9%
1	27	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	67068	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	67041	> 99.9%
1	27	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	67068	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	67041	> 99.9%
1	27	< 0.1%

playoff
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	5
Distinct (%)	0.1%
Missing	62814
Missing (%)	93.7%
Memory size	524.1 KiB

t	4033
q	144
s	43
c	22
f	12

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	4254
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	t
2nd row	t
3rd row	t
4th row	t
5th row	t

Common Values

Value	Count	Frequency (%)
t	4033	6.0%
q	144	0.2%
s	43	0.1%
c	22	< 0.1%
f	12	< 0.1%
(Missing)	62814	93.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
t	4033	94.8%
q	144	3.4%
s	43	1.0%
c	22	0.5%
f	12	0.3%

Most occurring characters

Value	Count	Frequency (%)
t	4033	94.8%
q	144	3.4%
s	43	1.0%
c	22	0.5%
f	12	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4254	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	4033	94.8%
q	144	3.4%
s	43	1.0%
c	22	0.5%
f	12	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4254	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	4033	94.8%
q	144	3.4%
s	43	1.0%
c	22	0.5%
f	12	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4254	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	4033	94.8%
q	144	3.4%
s	43	1.0%
c	22	0.5%
f	12	0.3%

team1
Text

Distinct	102
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	524.1 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	201204
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TRH
2nd row	CHS
3rd row	PRO
4th row	STB
5th row	DTF

Value	Count	Frequency (%)
bos	3240	4.8%
nyk	2979	4.4%
lal	2682	4.0%
det	2657	4.0%
phi	2342	3.5%
chi	2307	3.4%
atl	2162	3.2%
pho	2159	3.2%
mil	2133	3.2%
por	2066	3.1%
Other values (92)	42341	63.1%

Most occurring characters

Value	Count	Frequency (%)
A	19493	9.7%
L	18368	9.1%
S	17131	8.5%
N	15221	7.6%
O	14563	7.2%
I	12747	6.3%
H	11603	5.8%
C	11475	5.7%
E	9476	4.7%
T	9208	4.6%
Other values (15)	61919	30.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	201204	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	19493	9.7%
L	18368	9.1%
S	17131	8.5%
N	15221	7.6%
O	14563	7.2%
I	12747	6.3%
H	11603	5.8%
C	11475	5.7%
E	9476	4.7%
T	9208	4.6%
Other values (15)	61919	30.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	201204	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	19493	9.7%
L	18368	9.1%
S	17131	8.5%
N	15221	7.6%
O	14563	7.2%
I	12747	6.3%
H	11603	5.8%
C	11475	5.7%
E	9476	4.7%
T	9208	4.6%
Other values (15)	61919	30.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	201204	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	19493	9.7%
L	18368	9.1%
S	17131	8.5%
N	15221	7.6%
O	14563	7.2%
I	12747	6.3%
H	11603	5.8%
C	11475	5.7%
E	9476	4.7%
T	9208	4.6%
Other values (15)	61919	30.8%

team2
Text

Distinct	102
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	524.1 KiB

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	201204
Distinct characters	25
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	NYK
2nd row	NYK
3rd row	BOS
4th row	PIT
5th row	WSC

Value	Count	Frequency (%)
nyk	3036	4.5%
bos	3034	4.5%
lal	2642	3.9%
det	2578	3.8%
phi	2444	3.6%
chi	2252	3.4%
pho	2167	3.2%
mil	2160	3.2%
atl	2135	3.2%
por	2072	3.1%
Other values (92)	42548	63.4%

Most occurring characters

Value	Count	Frequency (%)
A	19342	9.6%
L	18223	9.1%
S	17370	8.6%
N	15183	7.5%
O	14420	7.2%
I	12707	6.3%
H	11796	5.9%
C	11343	5.6%
E	9419	4.7%
T	9163	4.6%
Other values (15)	62238	30.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	201204	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	19342	9.6%
L	18223	9.1%
S	17370	8.6%
N	15183	7.5%
O	14420	7.2%
I	12707	6.3%
H	11796	5.9%
C	11343	5.6%
E	9419	4.7%
T	9163	4.6%
Other values (15)	62238	30.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	201204	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	19342	9.6%
L	18223	9.1%
S	17370	8.6%
N	15183	7.5%
O	14420	7.2%
I	12707	6.3%
H	11796	5.9%
C	11343	5.6%
E	9419	4.7%
T	9163	4.6%
Other values (15)	62238	30.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	201204	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	19342	9.6%
L	18223	9.1%
S	17370	8.6%
N	15183	7.5%
O	14420	7.2%
I	12707	6.3%
H	11796	5.9%
C	11343	5.6%
E	9419	4.7%
T	9163	4.6%
Other values (15)	62238	30.9%

elo1_pre
Real number (ℝ)

HIGH CORRELATION

Distinct	66377
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1496.0651

Minimum	1105.6178
Maximum	1855.7791
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1105.6178
5-th percentile	1302.3409
Q1	1418.3397
median	1501.3102
Q3	1576.4048
95-th percentile	1674.214
Maximum	1855.7791
Range	750.16132
Interquartile range (IQR)	158.06507

Descriptive statistics

Standard deviation	112.50918
Coefficient of variation (CV)	0.075203397
Kurtosis	-0.32198221
Mean	1496.0651
Median Absolute Deviation (MAD)	78.62225
Skewness	-0.163926
Sum	1.003381 × 10⁸
Variance	12658.315
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1300	27	< 0.1%
1732.213741	4	< 0.1%
1577.964814	4	< 0.1%
1675.616215	4	< 0.1%
1660.410398	4	< 0.1%
1614.263041	4	< 0.1%
1575.480725	4	< 0.1%
1552.252717	4	< 0.1%
1619.559364	4	< 0.1%
1505.736767	3	< 0.1%
Other values (66367)	67006	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1105.6178	1	< 0.1%
1111.1008	1	< 0.1%
1114.233	1	< 0.1%
1115.0044	1	< 0.1%
1121.7024	1	< 0.1%
1122.8372	1	< 0.1%
1124.9786	1	< 0.1%
1125.157	1	< 0.1%
1126.8462	1	< 0.1%
1127.3315	1	< 0.1%

Value	Count	Frequency (%)
1855.779115	1	< 0.1%
1850.460645	1	< 0.1%
1842.598042	1	< 0.1%
1836.6647	1	< 0.1%
1835.723115	1	< 0.1%
1833.25517	1	< 0.1%
1831.6427	1	< 0.1%
1823.389722	1	< 0.1%
1822.217665	1	< 0.1%
1821.749675	1	< 0.1%

elo2_pre
Real number (ℝ)

HIGH CORRELATION

Distinct	66413
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1496.3106

Minimum	1091.6445
Maximum	1865.4491
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1091.6445
5-th percentile	1304.3333
Q1	1418.435
median	1502.3989
Q3	1575.8737
95-th percentile	1673.2177
Maximum	1865.4491
Range	773.80457
Interquartile range (IQR)	157.43875

Descriptive statistics

Standard deviation	111.94622
Coefficient of variation (CV)	0.074814831
Kurtosis	-0.30963585
Mean	1496.3106
Median Absolute Deviation (MAD)	78.2479
Skewness	-0.16420509
Sum	1.0035456 × 10⁸
Variance	12531.957
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1300	15	< 0.1%
1551.421614	4	< 0.1%
1482.671174	4	< 0.1%
1505.736767	4	< 0.1%
1588.290373	4	< 0.1%
1514.049444	4	< 0.1%
1556.721843	4	< 0.1%
1686.339186	4	< 0.1%
1580.171433	4	< 0.1%
1453.8972	3	< 0.1%
Other values (66403)	67018	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1091.6445	1	< 0.1%
1094.5652	1	< 0.1%
1100.2919	1	< 0.1%
1118.1117	1	< 0.1%
1118.5309	1	< 0.1%
1121.4919	1	< 0.1%
1124.1189	1	< 0.1%
1124.2645	1	< 0.1%
1124.8531	1	< 0.1%
1127.4946	1	< 0.1%

Value	Count	Frequency (%)
1865.449075	1	< 0.1%
1860.313175	1	< 0.1%
1853.1045	1	< 0.1%
1840.988445	1	< 0.1%
1838.7209	1	< 0.1%
1838.617414	1	< 0.1%
1838.361238	1	< 0.1%
1837.243839	1	< 0.1%
1835.143547	1	< 0.1%
1831.72693	1	< 0.1%

elo_prob1
Real number (ℝ)

HIGH CORRELATION

Distinct	66778
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.62114763

Minimum	0.062615894
Maximum	0.98168456
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	0.062615894
5-th percentile	0.29761854
Q1	0.49866184
median	0.64004471
Q3	0.75965576
95-th percentile	0.88206697
Maximum	0.98168456
Range	0.91906867
Interquartile range (IQR)	0.26099392

Descriptive statistics

Standard deviation	0.1783046
Coefficient of variation (CV)	0.28705671
Kurtosis	-0.49639395
Mean	0.62114763
Median Absolute Deviation (MAD)	0.12894957
Skewness	-0.40897277
Sum	41659.13
Variance	0.03179253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6400649998	8	< 0.1%
0.6371334397	4	< 0.1%
0.8342938192	4	< 0.1%
0.5476625191	4	< 0.1%
0.6341170107	4	< 0.1%
0.7169278011	4	< 0.1%
0.6737416047	4	< 0.1%
0.8124515804	4	< 0.1%
0.8437405417	4	< 0.1%
0.3857821424	3	< 0.1%
Other values (66768)	67025	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.06261589398	1	< 0.1%
0.06485756683	1	< 0.1%
0.06951862661	1	< 0.1%
0.07346634408	1	< 0.1%
0.08217265868	1	< 0.1%
0.08242819854	1	< 0.1%
0.08542119318	1	< 0.1%
0.08697211686	1	< 0.1%
0.08843188379	1	< 0.1%
0.08978249753	1	< 0.1%

Value	Count	Frequency (%)
0.981684562	1	< 0.1%
0.9795531802	1	< 0.1%
0.9789025146	1	< 0.1%
0.9768296703	1	< 0.1%
0.9762209969	1	< 0.1%
0.9760993467	1	< 0.1%
0.9757293521	1	< 0.1%
0.9755650759	1	< 0.1%
0.973823123	1	< 0.1%
0.9735862317	1	< 0.1%

elo_prob2
Real number (ℝ)

HIGH CORRELATION

Distinct	66778
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.37885237

Minimum	0.018315438
Maximum	0.93738411
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	0.018315438
5-th percentile	0.11793303
Q1	0.24034424
median	0.35995529
Q3	0.50133816
95-th percentile	0.70238146
Maximum	0.93738411
Range	0.91906867
Interquartile range (IQR)	0.26099392

Descriptive statistics

Standard deviation	0.1783046
Coefficient of variation (CV)	0.47064402
Kurtosis	-0.49639395
Mean	0.37885237
Median Absolute Deviation (MAD)	0.12894957
Skewness	0.40897277
Sum	25408.87
Variance	0.03179253
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3599350002	8	< 0.1%
0.3628665603	4	< 0.1%
0.1657061808	4	< 0.1%
0.4523374809	4	< 0.1%
0.3658829893	4	< 0.1%
0.2830721989	4	< 0.1%
0.3262583953	4	< 0.1%
0.1875484196	4	< 0.1%
0.1562594583	4	< 0.1%
0.6142178576	3	< 0.1%
Other values (66768)	67025	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01831543798	1	< 0.1%
0.02044681977	1	< 0.1%
0.02109748536	1	< 0.1%
0.02317032975	1	< 0.1%
0.02377900315	1	< 0.1%
0.0239006533	1	< 0.1%
0.02427064789	1	< 0.1%
0.02443492412	1	< 0.1%
0.02617687701	1	< 0.1%
0.02641376828	1	< 0.1%

Value	Count	Frequency (%)
0.937384106	1	< 0.1%
0.9351424332	1	< 0.1%
0.9304813734	1	< 0.1%
0.9265336559	1	< 0.1%
0.9178273413	1	< 0.1%
0.9175718015	1	< 0.1%
0.9145788068	1	< 0.1%
0.9130278831	1	< 0.1%
0.9115681162	1	< 0.1%
0.9102175025	1	< 0.1%

elo1_post
Real number (ℝ)

HIGH CORRELATION

Distinct	66406
Distinct (%)	99.1%
Missing	56
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1495.9402

Minimum	1100.2919
Maximum	1860.3132
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1100.2919
5-th percentile	1301.9694
Q1	1417.6422
median	1501.289
Q3	1576.4615
95-th percentile	1674.3334
Maximum	1860.3132
Range	760.02127
Interquartile range (IQR)	158.81935

Descriptive statistics

Standard deviation	112.95758
Coefficient of variation (CV)	0.075509424
Kurtosis	-0.32113184
Mean	1495.9402
Median Absolute Deviation (MAD)	79.064099
Skewness	-0.166129
Sum	1.0024594 × 10⁸
Variance	12759.415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1460.6031	3	< 0.1%
1504.1068	3	< 0.1%
1455.4626	3	< 0.1%
1478.821	2	< 0.1%
1483.0547	2	< 0.1%
1532.6823	2	< 0.1%
1503.1405	2	< 0.1%
1497.2789	2	< 0.1%
1513.6747	2	< 0.1%
1405.4454	2	< 0.1%
Other values (66396)	66989	99.9%
(Missing)	56	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1100.2919	1	< 0.1%
1105.6178	1	< 0.1%
1111.1008	1	< 0.1%
1111.4615	1	< 0.1%
1115.0044	1	< 0.1%
1118.5309	1	< 0.1%
1124.1189	1	< 0.1%
1124.8531	1	< 0.1%
1124.9786	1	< 0.1%
1125.157	1	< 0.1%

Value	Count	Frequency (%)
1860.313175	1	< 0.1%
1855.779115	1	< 0.1%
1845.812884	1	< 0.1%
1838.7209	1	< 0.1%
1837.243839	1	< 0.1%
1836.6647	1	< 0.1%
1835.723115	1	< 0.1%
1831.72693	1	< 0.1%
1824.794606	1	< 0.1%
1823.389722	1	< 0.1%

elo2_post
Real number (ℝ)

HIGH CORRELATION

Distinct	66449
Distinct (%)	99.2%
Missing	56
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1496.2752

Minimum	1085.7744
Maximum	1865.4491
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1085.7744
5-th percentile	1303.6748
Q1	1418.4906
median	1502.2026
Q3	1576.0499
95-th percentile	1673.5138
Maximum	1865.4491
Range	779.67467
Interquartile range (IQR)	157.5593

Descriptive statistics

Standard deviation	112.131
Coefficient of variation (CV)	0.074940088
Kurtosis	-0.30871978
Mean	1496.2752
Median Absolute Deviation (MAD)	78.38745
Skewness	-0.16289842
Sum	1.002684 × 10⁸
Variance	12573.361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1572.1902	3	< 0.1%
1387.0801	3	< 0.1%
1553.9567	3	< 0.1%
1435.0557	2	< 0.1%
1504.3225	2	< 0.1%
1521.238	2	< 0.1%
1366.3833	2	< 0.1%
1465.9939	2	< 0.1%
1552.4282	2	< 0.1%
1425.8354	2	< 0.1%
Other values (66439)	66989	99.9%
(Missing)	56	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1085.7744	1	< 0.1%
1091.6445	1	< 0.1%
1094.5652	1	< 0.1%
1114.233	1	< 0.1%
1115.2101	1	< 0.1%
1118.1117	1	< 0.1%
1121.4919	1	< 0.1%
1121.7024	1	< 0.1%
1122.8372	1	< 0.1%
1124.2645	1	< 0.1%

Value	Count	Frequency (%)
1865.449075	1	< 0.1%
1853.1045	1	< 0.1%
1850.460645	1	< 0.1%
1842.598042	1	< 0.1%
1840.988445	1	< 0.1%
1838.617414	1	< 0.1%
1838.361238	1	< 0.1%
1835.143547	1	< 0.1%
1833.25517	1	< 0.1%
1831.6427	1	< 0.1%

carmelo1_pre
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3869
Distinct (%)	98.9%
Missing	63157
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	1513.1019

Minimum	1187.7308
Maximum	1872.6906
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1187.7308
5-th percentile	1316.9032
Q1	1435.0651
median	1510.7951
Q3	1584.6358
95-th percentile	1733.0481
Maximum	1872.6906
Range	684.95978
Interquartile range (IQR)	149.57073

Descriptive statistics

Standard deviation	119.11911
Coefficient of variation (CV)	0.078725104
Kurtosis	0.033864929
Mean	1513.1019
Median Absolute Deviation (MAD)	74.436208
Skewness	0.20642788
Sum	5917741.6
Variance	14189.361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1585.126925	4	< 0.1%
1748.389768	4	< 0.1%
1632.277046	4	< 0.1%
1551.305868	4	< 0.1%
1578.317876	4	< 0.1%
1618.401111	4	< 0.1%
1670.68453	4	< 0.1%
1677.021761	4	< 0.1%
1564.62062	3	< 0.1%
1507.976699	3	< 0.1%
Other values (3859)	3873	5.8%
(Missing)	63157	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1187.730784	1	< 0.1%
1192.004524	1	< 0.1%
1196.256418	1	< 0.1%
1202.668956	1	< 0.1%
1203.241148	1	< 0.1%
1203.274435	1	< 0.1%
1204.227846	1	< 0.1%
1207.716089	1	< 0.1%
1209.263639	1	< 0.1%
1211.665091	1	< 0.1%

Value	Count	Frequency (%)
1872.690559	1	< 0.1%
1867.938354	1	< 0.1%
1857.378738	1	< 0.1%
1842.997775	1	< 0.1%
1841.520859	1	< 0.1%
1839.081442	1	< 0.1%
1836.019944	1	< 0.1%
1829	1	< 0.1%
1825.187764	1	< 0.1%
1824.571864	1	< 0.1%

carmelo2_pre
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3869
Distinct (%)	98.9%
Missing	63157
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	1510.8348

Minimum	1192.8422
Maximum	1881.6196
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1192.8422
5-th percentile	1316.5909
Q1	1433.774
median	1508.874
Q3	1581.3755
95-th percentile	1719.9801
Maximum	1881.6196
Range	688.77744
Interquartile range (IQR)	147.60148

Descriptive statistics

Standard deviation	118.80537
Coefficient of variation (CV)	0.078635575
Kurtosis	0.11756218
Mean	1510.8348
Median Absolute Deviation (MAD)	73.459183
Skewness	0.20676723
Sum	5908875
Variance	14114.715
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1581.581732	4	< 0.1%
1564.62062	4	< 0.1%
1677.637894	4	< 0.1%
1551.412437	4	< 0.1%
1507.976699	4	< 0.1%
1599.536602	4	< 0.1%
1500.681024	4	< 0.1%
1487.322624	4	< 0.1%
1748.389768	3	< 0.1%
1578.317876	3	< 0.1%
Other values (3859)	3873	5.8%
(Missing)	63157	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1192.842155	1	< 0.1%
1196.354502	1	< 0.1%
1196.451749	1	< 0.1%
1197.007987	1	< 0.1%
1197.669168	1	< 0.1%
1198.609638	1	< 0.1%
1198.99393	1	< 0.1%
1199.375722	1	< 0.1%
1200.538856	1	< 0.1%
1203.960308	1	< 0.1%

Value	Count	Frequency (%)
1881.619599	1	< 0.1%
1876.930941	1	< 0.1%
1859.243885	1	< 0.1%
1850.77776	1	< 0.1%
1841.990258	1	< 0.1%
1840.550968	1	< 0.1%
1836.233807	1	< 0.1%
1835.848032	1	< 0.1%
1832.807925	1	< 0.1%
1832.311646	1	< 0.1%

carmelo1_post
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3855
Distinct (%)	100.0%
Missing	63213
Missing (%)	94.3%
Infinite	0
Infinite (%)	0.0%
Mean	1510.7153

Minimum	1187.7308
Maximum	1876.9309
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1187.7308
5-th percentile	1314.1497
Q1	1432.489
median	1508.011
Q3	1582.574
95-th percentile	1728.3426
Maximum	1876.9309
Range	689.20016
Interquartile range (IQR)	150.08496

Descriptive statistics

Standard deviation	119.63681
Coefficient of variation (CV)	0.079192163
Kurtosis	0.061388206
Mean	1510.7153
Median Absolute Deviation (MAD)	75.174295
Skewness	0.22673799
Sum	5823807.3
Variance	14312.966
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1371.153364	1	< 0.1%
1504.544155	1	< 0.1%
1539.058424	1	< 0.1%
1485.929987	1	< 0.1%
1533.227288	1	< 0.1%
1527.417228	1	< 0.1%
1601.057492	1	< 0.1%
1525.063457	1	< 0.1%
1479.166326	1	< 0.1%
1492.136914	1	< 0.1%
Other values (3845)	3845	5.7%
(Missing)	63213	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1187.730784	1	< 0.1%
1192.842155	1	< 0.1%
1198.609638	1	< 0.1%
1198.99393	1	< 0.1%
1200.538856	1	< 0.1%
1202.668956	1	< 0.1%
1203.241148	1	< 0.1%
1203.960308	1	< 0.1%
1204.227846	1	< 0.1%
1209.263639	1	< 0.1%

Value	Count	Frequency (%)
1876.930941	1	< 0.1%
1872.690559	1	< 0.1%
1860.458986	1	< 0.1%
1850.77776	1	< 0.1%
1842.997775	1	< 0.1%
1840.550968	1	< 0.1%
1839.081442	1	< 0.1%
1827.649361	1	< 0.1%
1827.087921	1	< 0.1%
1825.187764	1	< 0.1%

carmelo2_post
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3855
Distinct (%)	100.0%
Missing	63213
Missing (%)	94.3%
Infinite	0
Infinite (%)	0.0%
Mean	1510.7869

Minimum	1192.0045
Maximum	1881.6196
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	1192.0045
5-th percentile	1315.7726
Q1	1433.3877
median	1509.3764
Q3	1580.5948
95-th percentile	1722.2005
Maximum	1881.6196
Range	689.61507
Interquartile range (IQR)	147.20708

Descriptive statistics

Standard deviation	118.97948
Coefficient of variation (CV)	0.078753323
Kurtosis	0.11374746
Mean	1510.7869
Median Absolute Deviation (MAD)	73.656709
Skewness	0.2143962
Sum	5824083.3
Variance	14156.118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1478.367767	1	< 0.1%
1557.206989	1	< 0.1%
1566.333724	1	< 0.1%
1653.96647	1	< 0.1%
1578.692081	1	< 0.1%
1615.014123	1	< 0.1%
1648.659136	1	< 0.1%
1580.328691	1	< 0.1%
1573.828714	1	< 0.1%
1647.759542	1	< 0.1%
Other values (3845)	3845	5.7%
(Missing)	63213	94.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1192.004524	1	< 0.1%
1196.256418	1	< 0.1%
1196.354502	1	< 0.1%
1196.451749	1	< 0.1%
1197.007987	1	< 0.1%
1197.669168	1	< 0.1%
1197.92597	1	< 0.1%
1199.375722	1	< 0.1%
1203.274435	1	< 0.1%
1207.716089	1	< 0.1%

Value	Count	Frequency (%)
1881.619599	1	< 0.1%
1867.938354	1	< 0.1%
1859.243885	1	< 0.1%
1857.378738	1	< 0.1%
1841.990258	1	< 0.1%
1841.520859	1	< 0.1%
1836.233807	1	< 0.1%
1836.019944	1	< 0.1%
1835.848032	1	< 0.1%
1832.807925	1	< 0.1%

carmelo_prob1
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3879
Distinct (%)	99.2%
Missing	63157
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.62754574

Minimum	0.060473559
Maximum	0.98659284
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	0.060473559
5-th percentile	0.27589052
Q1	0.49563599
median	0.65312911
Q3	0.78022763
95-th percentile	0.90339718
Maximum	0.98659284
Range	0.92611928
Interquartile range (IQR)	0.28459164

Descriptive statistics

Standard deviation	0.19296691
Coefficient of variation (CV)	0.30749457
Kurtosis	-0.52774075
Mean	0.62754574
Median Absolute Deviation (MAD)	0.14323585
Skewness	-0.44976919
Sum	2454.3314
Variance	0.037236228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8173157516	3	< 0.1%
0.3514353297	3	< 0.1%
0.5279699503	3	< 0.1%
0.3558947059	3	< 0.1%
0.5299546374	3	< 0.1%
0.6280082386	3	< 0.1%
0.6062527719	3	< 0.1%
0.3927939686	3	< 0.1%
0.8481655679	3	< 0.1%
0.6372861707	3	< 0.1%
Other values (3869)	3881	5.8%
(Missing)	63157	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.06047355853	1	< 0.1%
0.06998686811	1	< 0.1%
0.07763699769	1	< 0.1%
0.08105216833	1	< 0.1%
0.09230638511	1	< 0.1%
0.09498894395	1	< 0.1%
0.1029862708	1	< 0.1%
0.1030919908	1	< 0.1%
0.1031196191	1	< 0.1%
0.1056283097	1	< 0.1%

Value	Count	Frequency (%)
0.9865928392	1	< 0.1%
0.9831047885	1	< 0.1%
0.979045035	1	< 0.1%
0.9757270951	1	< 0.1%
0.970871108	1	< 0.1%
0.9707200866	1	< 0.1%
0.967497107	1	< 0.1%
0.9673069716	1	< 0.1%
0.9650804258	1	< 0.1%
0.9648534111	1	< 0.1%

carmelo_prob2
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	3879
Distinct (%)	99.2%
Missing	63157
Missing (%)	94.2%
Infinite	0
Infinite (%)	0.0%
Mean	0.37245426

Minimum	0.013407161
Maximum	0.93952644
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	0.013407161
5-th percentile	0.096602817
Q1	0.21977237
median	0.34687089
Q3	0.50436401
95-th percentile	0.72410948
Maximum	0.93952644
Range	0.92611928
Interquartile range (IQR)	0.28459164

Descriptive statistics

Standard deviation	0.19296691
Coefficient of variation (CV)	0.51809558
Kurtosis	-0.52774075
Mean	0.37245426
Median Absolute Deviation (MAD)	0.14323585
Skewness	0.44976919
Sum	1456.6686
Variance	0.037236228
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1826842484	3	< 0.1%
0.6485646703	3	< 0.1%
0.4720300497	3	< 0.1%
0.6441052941	3	< 0.1%
0.4700453626	3	< 0.1%
0.3719917614	3	< 0.1%
0.3937472281	3	< 0.1%
0.6072060314	3	< 0.1%
0.1518344321	3	< 0.1%
0.3627138293	3	< 0.1%
Other values (3869)	3881	5.8%
(Missing)	63157	94.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01340716081	1	< 0.1%
0.01689521146	1	< 0.1%
0.020954965	1	< 0.1%
0.02427290492	1	< 0.1%
0.02912889196	1	< 0.1%
0.02927991339	1	< 0.1%
0.03250289305	1	< 0.1%
0.0326930284	1	< 0.1%
0.03491957424	1	< 0.1%
0.03514658886	1	< 0.1%

Value	Count	Frequency (%)
0.9395264415	1	< 0.1%
0.9300131319	1	< 0.1%
0.9223630023	1	< 0.1%
0.9189478317	1	< 0.1%
0.9076936149	1	< 0.1%
0.9050110561	1	< 0.1%
0.8970137292	1	< 0.1%
0.8969080092	1	< 0.1%
0.8968803809	1	< 0.1%
0.8943716903	1	< 0.1%

score1
Real number (ℝ)

HIGH CORRELATION

Distinct	132
Distinct (%)	0.2%
Missing	56
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	104.69076

Minimum	2
Maximum	184
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	2
5-th percentile	80
Q1	95
median	105
Q3	114
95-th percentile	129
Maximum	184
Range	182
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.840576
Coefficient of variation (CV)	0.14175631
Kurtosis	0.34154229
Mean	104.69076
Median Absolute Deviation (MAD)	10
Skewness	0.0025682762
Sum	7015537
Variance	220.24268
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
102	1889	2.8%
106	1886	2.8%
103	1882	2.8%
105	1874	2.8%
107	1831	2.7%
104	1829	2.7%
99	1813	2.7%
101	1798	2.7%
108	1786	2.7%
109	1784	2.7%
Other values (122)	48640	72.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
18	1	< 0.1%
33	1	< 0.1%
44	1	< 0.1%
45	1	< 0.1%
46	8	< 0.1%
47	3	< 0.1%
48	3	< 0.1%
49	7	< 0.1%
50	4	< 0.1%

Value	Count	Frequency (%)
184	1	< 0.1%
177	1	< 0.1%
176	1	< 0.1%
173	2	< 0.1%
172	1	< 0.1%
171	1	< 0.1%
169	1	< 0.1%
168	1	< 0.1%
165	1	< 0.1%
163	3	< 0.1%

score2
Real number (ℝ)

HIGH CORRELATION

Distinct	124
Distinct (%)	0.2%
Missing	56
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	101.00475

Minimum	0
Maximum	186
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	524.1 KiB

Quantile statistics

Minimum	0
5-th percentile	78
Q1	92
median	101
Q3	110
95-th percentile	124
Maximum	186
Range	186
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	14.285121
Coefficient of variation (CV)	0.1414302
Kurtosis	0.3551202
Mean	101.00475
Median Absolute Deviation (MAD)	9
Skewness	-0.036050428
Sum	6768530
Variance	204.06468
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
99	1969	2.9%
103	1952	2.9%
100	1949	2.9%
102	1939	2.9%
98	1915	2.9%
105	1891	2.8%
101	1886	2.8%
104	1882	2.8%
106	1863	2.8%
97	1843	2.7%
Other values (114)	47923	71.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
19	1	< 0.1%
38	1	< 0.1%
40	2	< 0.1%
43	2	< 0.1%
44	2	< 0.1%
46	6	< 0.1%
47	5	< 0.1%
48	8	< 0.1%
49	7	< 0.1%

Value	Count	Frequency (%)
186	1	< 0.1%
169	1	< 0.1%
166	2	< 0.1%
162	3	< 0.1%
161	1	< 0.1%
160	1	< 0.1%
157	1	< 0.1%
156	7	< 0.1%
155	4	< 0.1%
154	5	< 0.1%

Auto

Heatmap
Table

	carmelo1_post	carmelo1_pre	carmelo2_post	carmelo2_pre	carmelo_prob1	carmelo_prob2	df_index	elo1_post	elo1_pre	elo2_post	elo2_pre	elo_prob1	elo_prob2	neutral	playoff	score1	score2	season
carmelo1_post	1.000	0.995	0.010	0.019	0.671	-0.671	0.013	0.973	0.966	0.010	0.021	0.660	-0.660	0.021	0.332	0.231	-0.191	-0.020
carmelo1_pre	0.995	1.000	0.016	0.024	0.674	-0.674	0.035	0.967	0.972	0.017	0.026	0.663	-0.663	0.000	0.325	0.190	-0.147	-0.002
carmelo2_post	0.010	0.016	1.000	0.995	-0.661	0.661	0.014	0.009	0.018	0.971	0.964	-0.649	0.649	0.000	0.362	-0.175	0.197	-0.017
carmelo2_pre	0.019	0.024	0.995	1.000	-0.662	0.662	0.031	0.018	0.025	0.965	0.970	-0.649	0.649	0.000	0.367	-0.132	0.153	-0.006
carmelo_prob1	0.671	0.674	-0.661	-0.662	1.000	-1.000	-0.001	0.655	0.655	-0.644	-0.641	0.957	-0.957	0.087	0.000	0.242	-0.215	-0.001
carmelo_prob2	-0.671	-0.674	0.661	0.662	-1.000	1.000	0.001	-0.655	-0.655	0.644	0.641	-0.957	0.957	0.087	0.000	-0.242	0.215	0.001
df_index	0.013	0.035	0.014	0.031	-0.001	0.001	1.000	0.121	0.126	0.114	0.112	0.011	-0.011	0.022	0.327	-0.192	-0.178	1.000
elo1_post	0.973	0.967	0.009	0.018	0.655	-0.655	0.121	1.000	0.996	0.081	0.089	0.656	-0.656	0.000	0.151	0.134	-0.186	0.120
elo1_pre	0.966	0.972	0.018	0.025	0.655	-0.655	0.126	0.996	1.000	0.087	0.088	0.661	-0.661	0.000	0.162	0.101	-0.157	0.124
elo2_post	0.010	0.017	0.971	0.965	-0.644	0.644	0.114	0.081	0.087	1.000	0.996	-0.652	0.652	0.000	0.116	-0.200	0.089	0.113
elo2_pre	0.021	0.026	0.964	0.970	-0.641	0.641	0.112	0.089	0.088	0.996	1.000	-0.654	0.654	0.000	0.128	-0.166	0.059	0.110
elo_prob1	0.660	0.663	-0.649	-0.649	0.957	-0.957	0.011	0.656	0.661	-0.652	-0.654	1.000	-1.000	0.022	0.043	0.197	-0.160	0.011
elo_prob2	-0.660	-0.663	0.649	0.649	-0.957	0.957	-0.011	-0.656	-0.661	0.652	0.654	-1.000	1.000	0.022	0.043	-0.197	0.160	-0.011
neutral	0.021	0.000	0.000	0.000	0.087	0.087	0.022	0.000	0.000	0.000	0.000	0.022	0.022	1.000	1.000	-0.004	0.009	0.019
playoff	0.332	0.325	0.362	0.367	0.000	0.000	0.327	0.151	0.162	0.116	0.128	0.043	0.043	1.000	1.000	-0.037	-0.027	-0.384
score1	0.231	0.190	-0.175	-0.132	0.242	-0.242	-0.192	0.134	0.101	-0.200	-0.166	0.197	-0.197	-0.004	-0.037	1.000	0.580	-0.193
score2	-0.191	-0.147	0.197	0.153	-0.215	0.215	-0.178	-0.186	-0.157	0.089	0.059	-0.160	0.160	0.009	-0.027	0.580	1.000	-0.178
season	-0.020	-0.002	-0.017	-0.006	-0.001	0.001	1.000	0.120	0.124	0.113	0.110	0.011	-0.011	0.019	-0.384	-0.193	-0.178	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	df_index	date	season	playoff	team1	team2	elo1_pre	elo2_pre	elo_prob1	elo_prob2	elo1_post	elo2_post	carmelo1_pre	carmelo2_pre	carmelo1_post	carmelo2_post	carmelo_prob1	carmelo_prob2	score1	score2
0	0	1946-11-01	1947	NaN	TRH	NYK	1300.0000	1300.0000	0.640065	0.359935	1293.2767	1306.7233	NaN	NaN	NaN	NaN	NaN	NaN	66.0	68.0
1	1	1946-11-02	1947	NaN	CHS	NYK	1300.0000	1306.7233	0.631101	0.368899	1309.6521	1297.0712	NaN	NaN	NaN	NaN	NaN	NaN	63.0	47.0
2	2	1946-11-02	1947	NaN	PRO	BOS	1300.0000	1300.0000	0.640065	0.359935	1305.1542	1294.8458	NaN	NaN	NaN	NaN	NaN	NaN	59.0	53.0
3	3	1946-11-02	1947	NaN	STB	PIT	1300.0000	1300.0000	0.640065	0.359935	1304.6908	1295.3092	NaN	NaN	NaN	NaN	NaN	NaN	56.0	51.0
4	4	1946-11-02	1947	NaN	DTF	WSC	1300.0000	1300.0000	0.640065	0.359935	1279.6189	1320.3811	NaN	NaN	NaN	NaN	NaN	NaN	33.0	50.0
5	5	1946-11-03	1947	NaN	CLR	TRH	1300.0000	1293.2767	0.648932	0.351068	1307.1233	1286.1534	NaN	NaN	NaN	NaN	NaN	NaN	71.0	60.0
6	6	1946-11-04	1947	NaN	PIT	WSC	1295.3092	1320.3811	0.606189	0.393811	1277.9456	1337.7448	NaN	NaN	NaN	NaN	NaN	NaN	56.0	71.0
7	7	1946-11-05	1947	NaN	BOS	CHS	1294.8458	1309.6521	0.620204	0.379796	1288.4139	1316.0840	NaN	NaN	NaN	NaN	NaN	NaN	55.0	57.0
8	8	1946-11-05	1947	NaN	DTF	STB	1279.6189	1304.6908	0.606189	0.393811	1271.4624	1312.8473	NaN	NaN	NaN	NaN	NaN	NaN	49.0	53.0
9	9	1946-11-07	1947	NaN	PHW	PIT	1300.0000	1277.9456	0.668764	0.331236	1304.6670	1273.2786	NaN	NaN	NaN	NaN	NaN	NaN	81.0	75.0

	df_index	date	season	playoff	team1	team2	elo1_pre	elo2_pre	elo_prob1	elo_prob2	elo1_post	elo2_post	carmelo1_pre	carmelo2_pre	carmelo1_post	carmelo2_post	carmelo_prob1	carmelo_prob2	score1	score2
67058	67058	2018-04-26	2018	q	MIN	HOU	1551.421614	1732.213741	0.385782	0.614218	NaN	NaN	1564.620620	1748.389768	NaN	NaN	0.351435	0.648565	NaN	NaN
67059	67059	2018-04-26	2018	q	WAS	TOR	1482.671174	1675.616215	0.369343	0.630657	NaN	NaN	1487.322624	1677.021761	NaN	NaN	0.355895	0.644105	NaN	NaN
67060	67060	2018-04-27	2018	q	GSW	SAS	1577.964814	1580.171433	0.637133	0.362867	NaN	NaN	1585.126925	1581.581732	NaN	NaN	0.639488	0.360512	NaN	NaN
67061	67061	2018-04-27	2018	q	BOS	MIL	1575.480725	1514.049444	0.716928	0.283072	NaN	NaN	1578.317876	1507.976699	NaN	NaN	0.727254	0.272746	NaN	NaN
67062	67062	2018-04-27	2018	q	POR	NOP	1614.263041	1588.290373	0.673742	0.326258	NaN	NaN	1618.401111	1599.536602	NaN	NaN	0.653583	0.346417	NaN	NaN
67063	67063	2018-04-27	2018	q	PHI	MIA	1660.410398	1505.736767	0.812452	0.187548	NaN	NaN	1670.684530	1500.681024	NaN	NaN	0.817316	0.182684	NaN	NaN
67064	67064	2018-04-28	2018	q	HOU	MIN	1732.213741	1551.421614	0.834294	0.165706	NaN	NaN	1748.389768	1564.620620	NaN	NaN	0.848166	0.151834	NaN	NaN
67065	67065	2018-04-28	2018	q	OKC	UTA	1619.559364	1686.339186	0.547663	0.452337	NaN	NaN	1632.277046	1677.637894	NaN	NaN	0.637286	0.362714	NaN	NaN
67066	67066	2018-04-28	2018	q	CLE	IND	1552.252717	1556.721843	0.634117	0.365883	NaN	NaN	1551.305868	1551.412437	NaN	NaN	0.733581	0.266419	NaN	NaN
67067	67067	2018-04-28	2018	q	TOR	WAS	1675.616215	1482.671174	0.843741	0.156259	NaN	NaN	1677.021761	1487.322624	NaN	NaN	0.841645	0.158355	NaN	NaN

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample